Overview

Dataset statistics

Number of variables31
Number of observations142921
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory33.8 MiB
Average record size in memory248.0 B

Variable types

Categorical2
Numeric29

Warnings

Id_carr_n has a high cardinality: 142921 distinct values High cardinality
Ind is highly correlated with Men and 18 other fieldsHigh correlation
Men is highly correlated with Ind and 18 other fieldsHigh correlation
Men_pauv is highly correlated with Ind and 10 other fieldsHigh correlation
Men_1ind is highly correlated with Ind and 13 other fieldsHigh correlation
Men_5ind is highly correlated with Ind and 8 other fieldsHigh correlation
Men_prop is highly correlated with Ind and 12 other fieldsHigh correlation
Men_fmp is highly correlated with Ind and 17 other fieldsHigh correlation
Ind_snv is highly correlated with Ind and 16 other fieldsHigh correlation
Men_surf is highly correlated with Ind and 16 other fieldsHigh correlation
Men_coll is highly correlated with Men and 3 other fieldsHigh correlation
Men_mais is highly correlated with Men_propHigh correlation
Log_70_90 is highly correlated with Men_surf and 2 other fieldsHigh correlation
Ind_0_3 is highly correlated with Ind and 12 other fieldsHigh correlation
Ind_4_5 is highly correlated with Ind and 13 other fieldsHigh correlation
Ind_6_10 is highly correlated with Ind and 14 other fieldsHigh correlation
Ind_11_17 is highly correlated with Ind and 16 other fieldsHigh correlation
Ind_18_24 is highly correlated with Ind and 16 other fieldsHigh correlation
Ind_25_39 is highly correlated with Ind and 16 other fieldsHigh correlation
Ind_40_54 is highly correlated with Ind and 18 other fieldsHigh correlation
Ind_55_64 is highly correlated with Ind and 17 other fieldsHigh correlation
Ind_65_79 is highly correlated with Ind and 12 other fieldsHigh correlation
Ind_80p is highly correlated with Ind and 9 other fieldsHigh correlation
Ind_inc is highly correlated with Ind and 9 other fieldsHigh correlation
Ind is highly skewed (γ1 = 42.13413086) Skewed
Men is highly skewed (γ1 = 45.39335247) Skewed
Men_pauv is highly skewed (γ1 = 31.08605583) Skewed
Men_1ind is highly skewed (γ1 = 43.13298409) Skewed
Men_5ind is highly skewed (γ1 = 29.74646546) Skewed
Men_prop is highly skewed (γ1 = 67.06481219) Skewed
Men_fmp is highly skewed (γ1 = 36.70170808) Skewed
Ind_snv is highly skewed (γ1 = 39.4504905) Skewed
Men_surf is highly skewed (γ1 = 58.95581701) Skewed
Men_coll is highly skewed (γ1 = 23.81722998) Skewed
Men_mais is highly skewed (γ1 = 77.00621993) Skewed
Log_av45 is highly skewed (γ1 = 29.14235539) Skewed
Log_45_70 is highly skewed (γ1 = 45.3549009) Skewed
Log_70_90 is highly skewed (γ1 = 51.64641536) Skewed
Log_ap90 is highly skewed (γ1 = 42.58298764) Skewed
Log_inc is highly skewed (γ1 = 45.49002202) Skewed
Log_soc is highly skewed (γ1 = 25.02301776) Skewed
Ind_0_3 is highly skewed (γ1 = 27.94668403) Skewed
Ind_4_5 is highly skewed (γ1 = 30.62266219) Skewed
Ind_6_10 is highly skewed (γ1 = 33.66942361) Skewed
Ind_11_17 is highly skewed (γ1 = 39.24576573) Skewed
Ind_18_24 is highly skewed (γ1 = 37.30620204) Skewed
Ind_25_39 is highly skewed (γ1 = 29.27942206) Skewed
Ind_40_54 is highly skewed (γ1 = 42.52525705) Skewed
Ind_55_64 is highly skewed (γ1 = 53.39475807) Skewed
Ind_65_79 is highly skewed (γ1 = 59.87912626) Skewed
Ind_80p is highly skewed (γ1 = 57.36922218) Skewed
Ind_inc is highly skewed (γ1 = 42.48430137) Skewed
Id_carr_n is uniformly distributed Uniform
Id_carr_n has unique values Unique
Men_pauv has 5877 (4.1%) zeros Zeros
Men_5ind has 13381 (9.4%) zeros Zeros
Men_fmp has 11043 (7.7%) zeros Zeros
Men_coll has 51127 (35.8%) zeros Zeros
Men_mais has 1633 (1.1%) zeros Zeros
Log_av45 has 6275 (4.4%) zeros Zeros
Log_45_70 has 24499 (17.1%) zeros Zeros
Log_70_90 has 7362 (5.2%) zeros Zeros
Log_ap90 has 6320 (4.4%) zeros Zeros
Log_inc has 115679 (80.9%) zeros Zeros
Log_soc has 99444 (69.6%) zeros Zeros
Ind_0_3 has 10544 (7.4%) zeros Zeros
Ind_4_5 has 19058 (13.3%) zeros Zeros
Ind_6_10 has 5411 (3.8%) zeros Zeros
Ind_11_17 has 2609 (1.8%) zeros Zeros
Ind_18_24 has 6695 (4.7%) zeros Zeros
Ind_80p has 6102 (4.3%) zeros Zeros
Ind_inc has 24225 (16.9%) zeros Zeros

Reproduction

Analysis started2021-03-18 15:14:40.008884
Analysis finished2021-03-18 15:16:34.999947
Duration1 minute and 54.99 seconds
Software versionpandas-profiling v2.10.0
Download configurationconfig.yaml

Variables

Id_carr_n
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct142921
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 MiB
CRS3035RES2000mN2390000E3608000
 
1
CRS3035RES200mN2317200E3629200
 
1
CRS3035RES2000mN2972000E3696000
 
1
CRS3035RES2000mN2564000E3882000
 
1
CRS3035RES2000mN2834000E3758000
 
1
Other values (142916)
142916 

Length

Max length32
Median length31
Mean length30.82966814
Min length30

Characters and Unicode

Total characters4406207
Distinct characters16
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique142921 ?
Unique (%)100.0%

Sample

1st rowCRS3035RES1000mN2034000E4252000
2nd rowCRS3035RES1000mN2034000E4253000
3rd rowCRS3035RES1000mN2035000E4252000
4th rowCRS3035RES1000mN2035000E4253000
5th rowCRS3035RES1000mN2044000E4253000
ValueCountFrequency (%)
CRS3035RES2000mN2390000E36080001
 
< 0.1%
CRS3035RES200mN2317200E36292001
 
< 0.1%
CRS3035RES2000mN2972000E36960001
 
< 0.1%
CRS3035RES2000mN2564000E38820001
 
< 0.1%
CRS3035RES2000mN2834000E37580001
 
< 0.1%
CRS3035RES2000mN2490000E36920001
 
< 0.1%
CRS3035RES2000mN2884000E34420001
 
< 0.1%
CRS3035RES1000mN2336000E39180001
 
< 0.1%
CRS3035RES1000mN2893000E32590001
 
< 0.1%
CRS3035RES200mN2345200E36890001
 
< 0.1%
Other values (142911)142911
> 99.9%
2021-03-18T16:16:35.500271image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
crs3035res1000mn2330000e36730001
 
< 0.1%
crs3035res2000mn2324000e38360001
 
< 0.1%
crs3035res1000mn2833000e33360001
 
< 0.1%
crs3035res1000mn2481000e34770001
 
< 0.1%
crs3035res4000mn2896000e35640001
 
< 0.1%
crs3035res1000mn2314000e36390001
 
< 0.1%
crs3035res1000mn2907000e37530001
 
< 0.1%
crs3035res1000mn2455000e39370001
 
< 0.1%
crs3035res2000mn2558000e35560001
 
< 0.1%
crs3035res2000mn2370000e38480001
 
< 0.1%
Other values (142911)142911
> 99.9%

Most occurring characters

ValueCountFrequency (%)
01453735
33.0%
3485777
 
11.0%
2297739
 
6.8%
R285842
 
6.5%
S285842
 
6.5%
E285842
 
6.5%
5226535
 
5.1%
C142921
 
3.2%
m142921
 
3.2%
N142921
 
3.2%
Other values (6)656132
14.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number3119918
70.8%
Uppercase Letter1143368
 
25.9%
Lowercase Letter142921
 
3.2%

Most frequent character per category

ValueCountFrequency (%)
01453735
46.6%
3485777
 
15.6%
2297739
 
9.5%
5226535
 
7.3%
4139174
 
4.5%
8130816
 
4.2%
6113186
 
3.6%
1105139
 
3.4%
786291
 
2.8%
981526
 
2.6%
ValueCountFrequency (%)
R285842
25.0%
S285842
25.0%
E285842
25.0%
C142921
12.5%
N142921
12.5%
ValueCountFrequency (%)
m142921
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common3119918
70.8%
Latin1286289
29.2%

Most frequent character per script

ValueCountFrequency (%)
01453735
46.6%
3485777
 
15.6%
2297739
 
9.5%
5226535
 
7.3%
4139174
 
4.5%
8130816
 
4.2%
6113186
 
3.6%
1105139
 
3.4%
786291
 
2.8%
981526
 
2.6%
ValueCountFrequency (%)
R285842
22.2%
S285842
22.2%
E285842
22.2%
C142921
11.1%
m142921
11.1%
N142921
11.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII4406207
100.0%

Most frequent character per block

ValueCountFrequency (%)
01453735
33.0%
3485777
 
11.0%
2297739
 
6.8%
R285842
 
6.5%
S285842
 
6.5%
E285842
 
6.5%
5226535
 
5.1%
C142921
 
3.2%
m142921
 
3.2%
N142921
 
3.2%
Other values (6)656132
14.9%

Ind
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct7806
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean440.0302685
Minimum12
Maximum191932.5
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB
2021-03-18T16:16:35.620345image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum12
5-th percentile33
Q171.5
median156
Q3381
95-th percentile1650
Maximum191932.5
Range191920.5
Interquartile range (IQR)309.5

Descriptive statistics

Standard deviation1340.169403
Coefficient of variation (CV)3.045630038
Kurtosis4190.082588
Mean440.0302685
Median Absolute Deviation (MAD)105
Skewness42.13413086
Sum62889566
Variance1796054.03
MonotocityNot monotonic
2021-03-18T16:16:35.728282image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37789
 
0.6%
36781
 
0.5%
41764
 
0.5%
40753
 
0.5%
34752
 
0.5%
35734
 
0.5%
39730
 
0.5%
38723
 
0.5%
33706
 
0.5%
32703
 
0.5%
Other values (7796)135486
94.8%
ValueCountFrequency (%)
122
 
< 0.1%
143
 
< 0.1%
156
 
< 0.1%
1618
< 0.1%
1727
< 0.1%
ValueCountFrequency (%)
191932.51
< 0.1%
118185.51
< 0.1%
103145.51
< 0.1%
1027781
< 0.1%
91791.51
< 0.1%

Men
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct9277
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean189.8367399
Minimum10.5
Maximum89976.8
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB
2021-03-18T16:16:35.846305image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum10.5
5-th percentile14
Q129.2
median64
Q3161.1
95-th percentile722.1
Maximum89976.8
Range89966.3
Interquartile range (IQR)131.9

Descriptive statistics

Standard deviation599.7830993
Coefficient of variation (CV)3.159467971
Kurtosis4838.699235
Mean189.8367399
Median Absolute Deviation (MAD)43
Skewness45.39335247
Sum27131656.7
Variance359739.7662
MonotocityNot monotonic
2021-03-18T16:16:35.947410image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
121327
 
0.9%
111192
 
0.8%
131092
 
0.8%
141057
 
0.7%
151001
 
0.7%
16999
 
0.7%
18940
 
0.7%
20867
 
0.6%
17862
 
0.6%
19860
 
0.6%
Other values (9267)132724
92.9%
ValueCountFrequency (%)
10.51
 
< 0.1%
10.61
 
< 0.1%
10.79
 
< 0.1%
10.8105
 
0.1%
10.9381
0.3%
ValueCountFrequency (%)
89976.81
< 0.1%
56647.81
< 0.1%
46941.41
< 0.1%
41716.11
< 0.1%
39005.31
< 0.1%

Men_pauv
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct2917
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.62879773
Minimum0
Maximum11101.9
Zeros5877
Zeros (%)4.1%
Memory size1.1 MiB
2021-03-18T16:16:36.054299image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.9
Q13
median7
Q318.2
95-th percentile99
Maximum11101.9
Range11101.9
Interquartile range (IQR)15.2

Descriptive statistics

Standard deviation101.6003087
Coefficient of variation (CV)3.815429811
Kurtosis2189.361254
Mean26.62879773
Median Absolute Deviation (MAD)5
Skewness31.08605583
Sum3805814.4
Variance10322.62273
MonotocityNot monotonic
2021-03-18T16:16:36.156925image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
26368
 
4.5%
16198
 
4.3%
05877
 
4.1%
35527
 
3.9%
44723
 
3.3%
54009
 
2.8%
63149
 
2.2%
72709
 
1.9%
1.92323
 
1.6%
82300
 
1.6%
Other values (2907)99738
69.8%
ValueCountFrequency (%)
05877
4.1%
0.31
 
< 0.1%
0.53
 
< 0.1%
0.631
 
< 0.1%
0.7140
 
0.1%
ValueCountFrequency (%)
11101.91
< 0.1%
8957.61
< 0.1%
8013.81
< 0.1%
7029.21
< 0.1%
6286.21
< 0.1%

Men_1ind
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct4919
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean63.91649443
Minimum0
Maximum35064.5
Zeros668
Zeros (%)0.5%
Memory size1.1 MiB
2021-03-18T16:16:36.263649image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2.8
Q17
median16.1
Q347
95-th percentile251
Maximum35064.5
Range35064.5
Interquartile range (IQR)40

Descriptive statistics

Standard deviation236.4032969
Coefficient of variation (CV)3.69862739
Kurtosis4510.359121
Mean63.91649443
Median Absolute Deviation (MAD)11.3
Skewness43.13298409
Sum9135009.3
Variance55886.51881
MonotocityNot monotonic
2021-03-18T16:16:36.367345image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
52900
 
2.0%
32840
 
2.0%
42839
 
2.0%
62662
 
1.9%
72368
 
1.7%
82262
 
1.6%
22146
 
1.5%
91996
 
1.4%
101831
 
1.3%
111693
 
1.2%
Other values (4909)119384
83.5%
ValueCountFrequency (%)
0668
0.5%
0.51
 
< 0.1%
0.65
 
< 0.1%
0.724
 
< 0.1%
0.885
 
0.1%
ValueCountFrequency (%)
35064.51
< 0.1%
22507.41
< 0.1%
17587.71
< 0.1%
14543.31
< 0.1%
11882.51
< 0.1%

Men_5ind
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct1838
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.56401928
Minimum0
Maximum4876.2
Zeros13381
Zeros (%)9.4%
Memory size1.1 MiB
2021-03-18T16:16:36.475682image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11.9
median4.1
Q311
95-th percentile50
Maximum4876.2
Range4876.2
Interquartile range (IQR)9.1

Descriptive statistics

Standard deviation46.63181502
Coefficient of variation (CV)3.437905391
Kurtosis2066.065856
Mean13.56401928
Median Absolute Deviation (MAD)3.1
Skewness29.74646546
Sum1938583.2
Variance2174.526172
MonotocityNot monotonic
2021-03-18T16:16:36.583189image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
013381
 
9.4%
19399
 
6.6%
28607
 
6.0%
36671
 
4.7%
45237
 
3.7%
54123
 
2.9%
0.93770
 
2.6%
63436
 
2.4%
1.93219
 
2.3%
72767
 
1.9%
Other values (1828)82311
57.6%
ValueCountFrequency (%)
013381
9.4%
0.33
 
< 0.1%
0.45
 
< 0.1%
0.525
 
< 0.1%
0.6115
 
0.1%
ValueCountFrequency (%)
4876.21
< 0.1%
4819.31
< 0.1%
3015.71
< 0.1%
2341.51
< 0.1%
2292.81
< 0.1%

Men_prop
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct6657
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111.5541054
Minimum0
Maximum57953.4
Zeros466
Zeros (%)0.3%
Memory size1.1 MiB
2021-03-18T16:16:36.690457image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile10.1
Q122.1
median46.7
Q3106
95-th percentile416
Maximum57953.4
Range57953.4
Interquartile range (IQR)83.9

Descriptive statistics

Standard deviation314.575821
Coefficient of variation (CV)2.819939435
Kurtosis9700.649384
Mean111.5541054
Median Absolute Deviation (MAD)29.8
Skewness67.06481219
Sum15943424.3
Variance98957.94715
MonotocityNot monotonic
2021-03-18T16:16:36.793113image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
121378
 
1.0%
111351
 
0.9%
101206
 
0.8%
161199
 
0.8%
141198
 
0.8%
131167
 
0.8%
151117
 
0.8%
181096
 
0.8%
171026
 
0.7%
211001
 
0.7%
Other values (6647)131182
91.8%
ValueCountFrequency (%)
0466
0.3%
0.95
 
< 0.1%
1209
0.1%
1.15
 
< 0.1%
1.81
 
< 0.1%
ValueCountFrequency (%)
57953.41
< 0.1%
34039.61
< 0.1%
23588.91
< 0.1%
22183.81
< 0.1%
20371.81
< 0.1%

Men_fmp
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct2385
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.08117561
Minimum0
Maximum9093.1
Zeros11043
Zeros (%)7.7%
Memory size1.1 MiB
2021-03-18T16:16:36.901768image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q315
95-th percentile79.1
Maximum9093.1
Range9093.1
Interquartile range (IQR)13

Descriptive statistics

Standard deviation71.32303828
Coefficient of variation (CV)3.551736196
Kurtosis3156.857355
Mean20.08117561
Median Absolute Deviation (MAD)4
Skewness36.70170808
Sum2870021.7
Variance5086.97579
MonotocityNot monotonic
2021-03-18T16:16:37.005562image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011043
 
7.7%
18205
 
5.7%
27474
 
5.2%
35864
 
4.1%
44662
 
3.3%
53711
 
2.6%
0.93670
 
2.6%
1.93144
 
2.2%
62960
 
2.1%
2.12749
 
1.9%
Other values (2375)89439
62.6%
ValueCountFrequency (%)
011043
7.7%
0.11
 
< 0.1%
0.32
 
< 0.1%
0.46
 
< 0.1%
0.527
 
< 0.1%
ValueCountFrequency (%)
9093.11
< 0.1%
6124.11
< 0.1%
5826.41
< 0.1%
5798.71
< 0.1%
4344.91
< 0.1%

Ind_snv
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct142803
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9915978.831
Minimum175061.4
Maximum4203146541
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB
2021-03-18T16:16:37.152104image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum175061.4
5-th percentile687083.3
Q11547328.6
median3459699.4
Q38639900.1
95-th percentile39000481.2
Maximum4203146541
Range4202971480
Interquartile range (IQR)7092571.5

Descriptive statistics

Standard deviation30079507.17
Coefficient of variation (CV)3.033438018
Kurtosis3747.164745
Mean9915978.831
Median Absolute Deviation (MAD)2371869.9
Skewness39.4504905
Sum1.417201611 × 1012
Variance9.047767517 × 1014
MonotocityNot monotonic
2021-03-18T16:16:37.255821image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
697518.33
 
< 0.1%
985006.52
 
< 0.1%
901680.22
 
< 0.1%
2276674.52
 
< 0.1%
1708639.92
 
< 0.1%
2068648.12
 
< 0.1%
713313.22
 
< 0.1%
18024166.82
 
< 0.1%
903788.22
 
< 0.1%
729345.32
 
< 0.1%
Other values (142793)142900
> 99.9%
ValueCountFrequency (%)
175061.41
< 0.1%
187389.61
< 0.1%
233662.91
< 0.1%
241029.11
< 0.1%
242678.21
< 0.1%
ValueCountFrequency (%)
42031465411
< 0.1%
27619411211
< 0.1%
20798663391
< 0.1%
18946153541
< 0.1%
18642622341
< 0.1%

Men_surf
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct78399
Distinct (%)54.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16496.77038
Minimum339.9
Maximum8228394.1
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB
2021-03-18T16:16:37.385678image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum339.9
5-th percentile1493.1
Q13151.1
median6525
Q315051.9
95-th percentile61589.1
Maximum8228394.1
Range8228054.2
Interquartile range (IQR)11900.8

Descriptive statistics

Standard deviation47938.61002
Coefficient of variation (CV)2.905939097
Kurtosis7687.660736
Mean16496.77038
Median Absolute Deviation (MAD)4181
Skewness58.95581701
Sum2357734919
Variance2298110331
MonotocityNot monotonic
2021-03-18T16:16:37.489003image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
144922
 
< 0.1%
133222
 
< 0.1%
135119
 
< 0.1%
284818
 
< 0.1%
158118
 
< 0.1%
198918
 
< 0.1%
133518
 
< 0.1%
201318
 
< 0.1%
140918
 
< 0.1%
173118
 
< 0.1%
Other values (78389)142732
99.9%
ValueCountFrequency (%)
339.91
< 0.1%
3701
< 0.1%
3771
< 0.1%
3971
< 0.1%
4021
< 0.1%
ValueCountFrequency (%)
8228394.11
< 0.1%
5023975.11
< 0.1%
3772785.51
< 0.1%
3410381.81
< 0.1%
3216955.81
< 0.1%

Men_coll
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct5550
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean81.45318812
Minimum0
Maximum35958
Zeros51127
Zeros (%)35.8%
Memory size1.1 MiB
2021-03-18T16:16:37.595501image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.7
Q327
95-th percentile351.9
Maximum35958
Range35958
Interquartile range (IQR)27

Descriptive statistics

Standard deviation399.3575036
Coefficient of variation (CV)4.902908196
Kurtosis1238.415441
Mean81.45318812
Median Absolute Deviation (MAD)2.7
Skewness23.81722998
Sum11641371.1
Variance159486.4157
MonotocityNot monotonic
2021-03-18T16:16:37.700472image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
051127
35.8%
15080
 
3.6%
24482
 
3.1%
32752
 
1.9%
42208
 
1.5%
0.92007
 
1.4%
51752
 
1.2%
1.11501
 
1.1%
61443
 
1.0%
2.11384
 
1.0%
Other values (5540)69185
48.4%
ValueCountFrequency (%)
051127
35.8%
0.11
 
< 0.1%
0.22
 
< 0.1%
0.35
 
< 0.1%
0.419
 
< 0.1%
ValueCountFrequency (%)
359581
< 0.1%
33089.11
< 0.1%
24416.91
< 0.1%
24065.81
< 0.1%
180331
< 0.1%

Men_mais
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct6741
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean108.3835518
Minimum0
Maximum56887.7
Zeros1633
Zeros (%)1.1%
Memory size1.1 MiB
2021-03-18T16:16:37.810899image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile10
Q122.2
median46
Q3107.1
95-th percentile425.1
Maximum56887.7
Range56887.7
Interquartile range (IQR)84.9

Descriptive statistics

Standard deviation291.4800175
Coefficient of variation (CV)2.689338122
Kurtosis11897.37071
Mean108.3835518
Median Absolute Deviation (MAD)29
Skewness77.00621993
Sum15490285.6
Variance84960.60062
MonotocityNot monotonic
2021-03-18T16:16:37.909441image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
01633
 
1.1%
121612
 
1.1%
111488
 
1.0%
131388
 
1.0%
141357
 
0.9%
151226
 
0.9%
161224
 
0.9%
181188
 
0.8%
171173
 
0.8%
191097
 
0.8%
Other values (6731)129535
90.6%
ValueCountFrequency (%)
01633
1.1%
0.81
 
< 0.1%
0.94
 
< 0.1%
1656
0.5%
1.12
 
< 0.1%
ValueCountFrequency (%)
56887.71
< 0.1%
27333.21
< 0.1%
264071
< 0.1%
22524.51
< 0.1%
20689.81
< 0.1%

Log_av45
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct4504
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.1438424
Minimum0
Maximum15848.3
Zeros6275
Zeros (%)4.4%
Memory size1.1 MiB
2021-03-18T16:16:38.016930image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q19
median19.8
Q345
95-th percentile193
Maximum15848.3
Range15848.3
Interquartile range (IQR)36

Descriptive statistics

Standard deviation173.0520418
Coefficient of variation (CV)3.256295254
Kurtosis1654.106284
Mean53.1438424
Median Absolute Deviation (MAD)13.7
Skewness29.14235539
Sum7595371.1
Variance29947.00918
MonotocityNot monotonic
2021-03-18T16:16:38.122660image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06275
 
4.4%
11930
 
1.4%
81745
 
1.2%
61717
 
1.2%
51700
 
1.2%
71692
 
1.2%
21642
 
1.1%
91637
 
1.1%
31606
 
1.1%
41583
 
1.1%
Other values (4494)121394
84.9%
ValueCountFrequency (%)
06275
4.4%
0.42
 
< 0.1%
0.52
 
< 0.1%
0.611
 
< 0.1%
0.739
 
< 0.1%
ValueCountFrequency (%)
15848.31
< 0.1%
13630.91
< 0.1%
127971
< 0.1%
11540.11
< 0.1%
107701
< 0.1%

Log_45_70
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct3556
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.54930906
Minimum0
Maximum24177.4
Zeros24499
Zeros (%)17.1%
Memory size1.1 MiB
2021-03-18T16:16:38.235823image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q315
95-th percentile131
Maximum24177.4
Range24177.4
Interquartile range (IQR)14

Descriptive statistics

Standard deviation153.0955831
Coefficient of variation (CV)4.852581171
Kurtosis5297.935877
Mean31.54930906
Median Absolute Deviation (MAD)4
Skewness45.3549009
Sum4509058.8
Variance23438.25757
MonotocityNot monotonic
2021-03-18T16:16:38.344619image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
024499
 
17.1%
17722
 
5.4%
25467
 
3.8%
0.94058
 
2.8%
33918
 
2.7%
43012
 
2.1%
1.92741
 
1.9%
52491
 
1.7%
1.12352
 
1.6%
0.82108
 
1.5%
Other values (3546)84553
59.2%
ValueCountFrequency (%)
024499
17.1%
0.14
 
< 0.1%
0.214
 
< 0.1%
0.334
 
< 0.1%
0.479
 
0.1%
ValueCountFrequency (%)
24177.41
< 0.1%
14978.41
< 0.1%
8202.31
< 0.1%
7968.31
< 0.1%
7618.61
< 0.1%

Log_70_90
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct4610
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48.96454825
Minimum0
Maximum30639.3
Zeros7362
Zeros (%)5.2%
Memory size1.1 MiB
2021-03-18T16:16:38.452367image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14.1
median12
Q336.7
95-th percentile203.2
Maximum30639.3
Range30639.3
Interquartile range (IQR)32.6

Descriptive statistics

Standard deviation179.8612333
Coefficient of variation (CV)3.673295063
Kurtosis6728.762032
Mean48.96454825
Median Absolute Deviation (MAD)9.9
Skewness51.64641536
Sum6998062.2
Variance32350.06325
MonotocityNot monotonic
2021-03-18T16:16:38.554861image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07362
 
5.2%
13412
 
2.4%
23397
 
2.4%
33293
 
2.3%
42974
 
2.1%
52580
 
1.8%
62249
 
1.6%
71966
 
1.4%
81853
 
1.3%
91633
 
1.1%
Other values (4600)112202
78.5%
ValueCountFrequency (%)
07362
5.2%
0.23
 
< 0.1%
0.36
 
< 0.1%
0.417
 
< 0.1%
0.560
 
< 0.1%
ValueCountFrequency (%)
30639.31
< 0.1%
14989.71
< 0.1%
12870.51
< 0.1%
10922.41
< 0.1%
10180.21
< 0.1%

Log_ap90
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct4914
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.68561233
Minimum0
Maximum25544.7
Zeros6320
Zeros (%)4.4%
Memory size1.1 MiB
2021-03-18T16:16:38.662926image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.9
Q15
median14.2
Q346
95-th percentile228
Maximum25544.7
Range25544.7
Interquartile range (IQR)41

Descriptive statistics

Standard deviation188.4310351
Coefficient of variation (CV)3.383836995
Kurtosis4405.392788
Mean55.68561233
Median Absolute Deviation (MAD)12
Skewness42.58298764
Sum7958643.4
Variance35506.25499
MonotocityNot monotonic
2021-03-18T16:16:38.772600image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06320
 
4.4%
22929
 
2.0%
12862
 
2.0%
32831
 
2.0%
42575
 
1.8%
52312
 
1.6%
62067
 
1.4%
71881
 
1.3%
81693
 
1.2%
2.11499
 
1.0%
Other values (4904)115952
81.1%
ValueCountFrequency (%)
06320
4.4%
0.21
 
< 0.1%
0.411
 
< 0.1%
0.520
 
< 0.1%
0.662
 
< 0.1%
ValueCountFrequency (%)
25544.71
< 0.1%
235281
< 0.1%
104121
< 0.1%
10319.71
< 0.1%
9566.41
< 0.1%

Log_inc
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct293
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4934278378
Minimum0
Maximum372.5
Zeros115679
Zeros (%)80.9%
Memory size1.1 MiB
2021-03-18T16:16:38.879237image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum372.5
Range372.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.995961127
Coefficient of variation (CV)6.071731057
Kurtosis3694.602462
Mean0.4934278378
Median Absolute Deviation (MAD)0
Skewness45.49002202
Sum70521.2
Variance8.975783073
MonotocityNot monotonic
2021-03-18T16:16:38.984339image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0115679
80.9%
111458
 
8.0%
23541
 
2.5%
31644
 
1.2%
1.11565
 
1.1%
0.91285
 
0.9%
4821
 
0.6%
1.2734
 
0.5%
0.8487
 
0.3%
5459
 
0.3%
Other values (283)5248
 
3.7%
ValueCountFrequency (%)
0115679
80.9%
0.21
 
< 0.1%
0.42
 
< 0.1%
0.57
 
< 0.1%
0.650
 
< 0.1%
ValueCountFrequency (%)
372.51
< 0.1%
2682
< 0.1%
2441
< 0.1%
2201
< 0.1%
2031
< 0.1%

Log_soc
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2330
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.11133773
Minimum0
Maximum14951.8
Zeros99444
Zeros (%)69.6%
Memory size1.1 MiB
2021-03-18T16:16:39.095027image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34.9
95-th percentile134
Maximum14951.8
Range14951.8
Interquartile range (IQR)4.9

Descriptive statistics

Standard deviation164.2809888
Coefficient of variation (CV)5.455785134
Kurtosis1396.808591
Mean30.11133773
Median Absolute Deviation (MAD)0
Skewness25.02301776
Sum4303542.5
Variance26988.24327
MonotocityNot monotonic
2021-03-18T16:16:39.199879image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
099444
69.6%
12144
 
1.5%
21425
 
1.0%
41304
 
0.9%
31118
 
0.8%
51053
 
0.7%
61030
 
0.7%
8877
 
0.6%
7865
 
0.6%
9768
 
0.5%
Other values (2320)32893
 
23.0%
ValueCountFrequency (%)
099444
69.6%
0.31
 
< 0.1%
0.63
 
< 0.1%
0.721
 
< 0.1%
0.886
 
0.1%
ValueCountFrequency (%)
14951.81
< 0.1%
13906.21
< 0.1%
12850.61
< 0.1%
8104.21
< 0.1%
75021
< 0.1%

Ind_0_3
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct2935
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.69948293
Minimum0
Maximum7172.3
Zeros10544
Zeros (%)7.4%
Memory size1.1 MiB
2021-03-18T16:16:39.310948image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12.1
median6.1
Q317
95-th percentile77.5
Maximum7172.3
Range7172.3
Interquartile range (IQR)14.9

Descriptive statistics

Standard deviation67.71499029
Coefficient of variation (CV)3.271337285
Kurtosis1880.543409
Mean20.69948293
Median Absolute Deviation (MAD)5.1
Skewness27.94668403
Sum2958390.8
Variance4585.31991
MonotocityNot monotonic
2021-03-18T16:16:39.415728image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
010544
 
7.4%
25449
 
3.8%
15120
 
3.6%
34655
 
3.3%
43802
 
2.7%
0.93206
 
2.2%
53190
 
2.2%
1.92964
 
2.1%
62767
 
1.9%
2.92401
 
1.7%
Other values (2925)98823
69.1%
ValueCountFrequency (%)
010544
7.4%
0.17
 
< 0.1%
0.219
 
< 0.1%
0.328
 
< 0.1%
0.4102
 
0.1%
ValueCountFrequency (%)
7172.31
< 0.1%
6259.41
< 0.1%
4466.41
< 0.1%
4310.61
< 0.1%
3615.51
< 0.1%

Ind_4_5
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct1910
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.02307149
Minimum0
Maximum3904.5
Zeros19058
Zeros (%)13.3%
Memory size1.1 MiB
2021-03-18T16:16:39.528303image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3.6
Q39.6
95-th percentile41.4
Maximum3904.5
Range3904.5
Interquartile range (IQR)8.6

Descriptive statistics

Standard deviation35.08658697
Coefficient of variation (CV)3.183013647
Kurtosis2260.296348
Mean11.02307149
Median Absolute Deviation (MAD)2.8
Skewness30.62266219
Sum1575428.4
Variance1231.068585
MonotocityNot monotonic
2021-03-18T16:16:39.637172image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
019058
 
13.3%
19324
 
6.5%
27401
 
5.2%
35613
 
3.9%
0.94472
 
3.1%
44221
 
3.0%
1.93300
 
2.3%
53251
 
2.3%
62613
 
1.8%
2.92230
 
1.6%
Other values (1900)81438
57.0%
ValueCountFrequency (%)
019058
13.3%
0.116
 
< 0.1%
0.239
 
< 0.1%
0.3116
 
0.1%
0.4201
 
0.1%
ValueCountFrequency (%)
3904.51
< 0.1%
3425.11
< 0.1%
24281
< 0.1%
2392.21
< 0.1%
1914.31
< 0.1%

Ind_6_10
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct3484
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.63958411
Minimum0
Maximum10300.4
Zeros5411
Zeros (%)3.8%
Memory size1.1 MiB
2021-03-18T16:16:39.753664image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.9
Q13.9
median9.2
Q324
95-th percentile103.5
Maximum10300.4
Range10300.4
Interquartile range (IQR)20.1

Descriptive statistics

Standard deviation85.00667291
Coefficient of variation (CV)3.075540955
Kurtosis2728.02937
Mean27.63958411
Median Absolute Deviation (MAD)7.1
Skewness33.66942361
Sum3950277
Variance7226.134439
MonotocityNot monotonic
2021-03-18T16:16:39.861743image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
05411
 
3.8%
23732
 
2.6%
33618
 
2.5%
13283
 
2.3%
43197
 
2.2%
52859
 
2.0%
62383
 
1.7%
72168
 
1.5%
81816
 
1.3%
1.91791
 
1.3%
Other values (3474)112663
78.8%
ValueCountFrequency (%)
05411
3.8%
0.114
 
< 0.1%
0.218
 
< 0.1%
0.367
 
< 0.1%
0.4106
 
0.1%
ValueCountFrequency (%)
10300.41
< 0.1%
8180.11
< 0.1%
6065.11
< 0.1%
59981
< 0.1%
5188.41
< 0.1%

Ind_11_17
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct4253
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.21694782
Minimum0
Maximum15722.7
Zeros2609
Zeros (%)1.8%
Memory size1.1 MiB
2021-03-18T16:16:39.969299image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.4
Q15.9
median13.3
Q333.5
95-th percentile146.5
Maximum15722.7
Range15722.7
Interquartile range (IQR)27.6

Descriptive statistics

Standard deviation115.6289344
Coefficient of variation (CV)3.025593121
Kurtosis3668.908364
Mean38.21694782
Median Absolute Deviation (MAD)9.4
Skewness39.24576573
Sum5462004.4
Variance13370.05048
MonotocityNot monotonic
2021-03-18T16:16:40.075676image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
02609
 
1.8%
32523
 
1.8%
42522
 
1.8%
22451
 
1.7%
52319
 
1.6%
62112
 
1.5%
71848
 
1.3%
11770
 
1.2%
81681
 
1.2%
91626
 
1.1%
Other values (4243)121460
85.0%
ValueCountFrequency (%)
02609
1.8%
0.12
 
< 0.1%
0.214
 
< 0.1%
0.331
 
< 0.1%
0.473
 
0.1%
ValueCountFrequency (%)
15722.71
< 0.1%
10661.41
< 0.1%
9016.71
< 0.1%
8398.11
< 0.1%
79321
< 0.1%

Ind_18_24
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct3261
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.53717158
Minimum0
Maximum10387.3
Zeros6695
Zeros (%)4.7%
Memory size1.1 MiB
2021-03-18T16:16:40.192137image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.7
Q13
median7.9
Q320.5
95-th percentile92.3
Maximum10387.3
Range10387.3
Interquartile range (IQR)17.5

Descriptive statistics

Standard deviation79.18160278
Coefficient of variation (CV)3.227006116
Kurtosis3334.121021
Mean24.53717158
Median Absolute Deviation (MAD)5.9
Skewness37.30620204
Sum3506877.1
Variance6269.726219
MonotocityNot monotonic
2021-03-18T16:16:40.299895image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06695
 
4.7%
24964
 
3.5%
34524
 
3.2%
14279
 
3.0%
43839
 
2.7%
53320
 
2.3%
62754
 
1.9%
72312
 
1.6%
2.12184
 
1.5%
82088
 
1.5%
Other values (3251)105962
74.1%
ValueCountFrequency (%)
06695
4.7%
0.11
 
< 0.1%
0.25
 
< 0.1%
0.318
 
< 0.1%
0.448
 
< 0.1%
ValueCountFrequency (%)
10387.31
< 0.1%
7093.81
< 0.1%
6636.11
< 0.1%
5626.61
< 0.1%
5269.91
< 0.1%

Ind_25_39
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct6020
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean80.85067485
Minimum0
Maximum29667.6
Zeros730
Zeros (%)0.5%
Memory size1.1 MiB
2021-03-18T16:16:40.407938image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.1
Q110.1
median24.8
Q367
95-th percentile308.7
Maximum29667.6
Range29667.6
Interquartile range (IQR)56.9

Descriptive statistics

Standard deviation261.731971
Coefficient of variation (CV)3.237226795
Kurtosis2029.25141
Mean80.85067485
Median Absolute Deviation (MAD)17.9
Skewness29.27942206
Sum11555259.3
Variance68503.62466
MonotocityNot monotonic
2021-03-18T16:16:40.511660image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
61789
 
1.3%
71677
 
1.2%
51666
 
1.2%
81666
 
1.2%
91582
 
1.1%
41571
 
1.1%
101452
 
1.0%
111388
 
1.0%
121309
 
0.9%
31299
 
0.9%
Other values (6010)127522
89.2%
ValueCountFrequency (%)
0730
0.5%
0.31
 
< 0.1%
0.42
 
< 0.1%
0.53
 
< 0.1%
0.615
 
< 0.1%
ValueCountFrequency (%)
29667.61
< 0.1%
19665.61
< 0.1%
19113.41
< 0.1%
18593.51
< 0.1%
14420.41
< 0.1%

Ind_40_54
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct6222
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean89.84951827
Minimum0
Maximum38211.6
Zeros73
Zeros (%)0.1%
Memory size1.1 MiB
2021-03-18T16:16:40.624587image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q114.9
median32.9
Q379.2
95-th percentile341.6
Maximum38211.6
Range38211.6
Interquartile range (IQR)64.3

Descriptive statistics

Standard deviation267.8802498
Coefficient of variation (CV)2.981432232
Kurtosis4221.723562
Mean89.84951827
Median Absolute Deviation (MAD)22.1
Skewness42.52525705
Sum12841383
Variance71759.82822
MonotocityNot monotonic
2021-03-18T16:16:40.736038image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
91432
 
1.0%
101386
 
1.0%
81382
 
1.0%
121370
 
1.0%
111334
 
0.9%
71274
 
0.9%
61255
 
0.9%
131219
 
0.9%
151173
 
0.8%
141164
 
0.8%
Other values (6212)129932
90.9%
ValueCountFrequency (%)
073
0.1%
0.74
 
< 0.1%
0.87
 
< 0.1%
0.936
 
< 0.1%
191
0.1%
ValueCountFrequency (%)
38211.61
< 0.1%
24651.81
< 0.1%
20381.11
< 0.1%
20371.91
< 0.1%
18415.61
< 0.1%

Ind_55_64
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct4466
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.50600402
Minimum0
Maximum27065.9
Zeros328
Zeros (%)0.2%
Memory size1.1 MiB
2021-03-18T16:16:40.856635image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q110
median21.1
Q349
95-th percentile211
Maximum27065.9
Range27065.9
Interquartile range (IQR)39

Descriptive statistics

Standard deviation167.3383285
Coefficient of variation (CV)3.014778877
Kurtosis6320.091479
Mean55.50600402
Median Absolute Deviation (MAD)13.9
Skewness53.39475807
Sum7932973.6
Variance28002.11617
MonotocityNot monotonic
2021-03-18T16:16:40.969918image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
62013
 
1.4%
81968
 
1.4%
51941
 
1.4%
71928
 
1.3%
91910
 
1.3%
101696
 
1.2%
111663
 
1.2%
41661
 
1.2%
121661
 
1.2%
131459
 
1.0%
Other values (4456)125021
87.5%
ValueCountFrequency (%)
0328
0.2%
0.61
 
< 0.1%
0.77
 
< 0.1%
0.835
 
< 0.1%
0.9147
0.1%
ValueCountFrequency (%)
27065.91
< 0.1%
16039.71
< 0.1%
13502.51
< 0.1%
13230.81
< 0.1%
11106.31
< 0.1%

Ind_65_79
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED

Distinct4659
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.68597127
Minimum0
Maximum31131.2
Zeros599
Zeros (%)0.4%
Memory size1.1 MiB
2021-03-18T16:16:41.081800image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3.3
Q110
median21
Q349.9
95-th percentile225
Maximum31131.2
Range31131.2
Interquartile range (IQR)39.9

Descriptive statistics

Standard deviation183.8659652
Coefficient of variation (CV)3.187360135
Kurtosis7584.931382
Mean57.68597127
Median Absolute Deviation (MAD)14
Skewness59.87912626
Sum8244536.7
Variance33806.69314
MonotocityNot monotonic
2021-03-18T16:16:41.188767image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
61950
 
1.4%
81894
 
1.3%
51860
 
1.3%
71838
 
1.3%
91790
 
1.3%
101711
 
1.2%
41662
 
1.2%
111632
 
1.1%
121607
 
1.1%
131509
 
1.1%
Other values (4649)125468
87.8%
ValueCountFrequency (%)
0599
0.4%
0.63
 
< 0.1%
0.711
 
< 0.1%
0.850
 
< 0.1%
0.9186
 
0.1%
ValueCountFrequency (%)
31131.21
< 0.1%
19946.71
< 0.1%
141621
< 0.1%
14058.51
< 0.1%
11098.61
< 0.1%

Ind_80p
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct2702
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.20527284
Minimum0
Maximum13562.5
Zeros6102
Zeros (%)4.3%
Memory size1.1 MiB
2021-03-18T16:16:41.301259image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.9
Q13.8
median8.1
Q320
95-th percentile95.1
Maximum13562.5
Range13562.5
Interquartile range (IQR)16.2

Descriptive statistics

Standard deviation81.6771615
Coefficient of variation (CV)3.374354093
Kurtosis7192.214174
Mean24.20527284
Median Absolute Deviation (MAD)6
Skewness57.36922218
Sum3459441.8
Variance6671.158711
MonotocityNot monotonic
2021-03-18T16:16:41.419259image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06102
 
4.3%
24431
 
3.1%
34238
 
3.0%
43945
 
2.8%
13921
 
2.7%
53463
 
2.4%
62958
 
2.1%
72618
 
1.8%
2.12514
 
1.8%
82437
 
1.7%
Other values (2692)106294
74.4%
ValueCountFrequency (%)
06102
4.3%
0.32
 
< 0.1%
0.42
 
< 0.1%
0.510
 
< 0.1%
0.640
 
< 0.1%
ValueCountFrequency (%)
13562.51
< 0.1%
9384.51
< 0.1%
5771.61
< 0.1%
55911
< 0.1%
48381
< 0.1%

Ind_inc
Real number (ℝ≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct1574
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.816569294
Minimum0
Maximum4806.5
Zeros24225
Zeros (%)16.9%
Memory size1.1 MiB
2021-03-18T16:16:41.535892image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3.1
Q38.8
95-th percentile39
Maximum4806.5
Range4806.5
Interquartile range (IQR)7.8

Descriptive statistics

Standard deviation31.46491732
Coefficient of variation (CV)3.205286529
Kurtosis4642.771652
Mean9.816569294
Median Absolute Deviation (MAD)2.9
Skewness42.48430137
Sum1402993.9
Variance990.0410218
MonotocityNot monotonic
2021-03-18T16:16:41.654548image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
024225
 
16.9%
19657
 
6.8%
27835
 
5.5%
36027
 
4.2%
44633
 
3.2%
1.14434
 
3.1%
53612
 
2.5%
2.13534
 
2.5%
63064
 
2.1%
0.92657
 
1.9%
Other values (1564)73243
51.2%
ValueCountFrequency (%)
024225
16.9%
0.21
 
< 0.1%
0.34
 
< 0.1%
0.412
 
< 0.1%
0.538
 
< 0.1%
ValueCountFrequency (%)
4806.51
< 0.1%
2680.61
< 0.1%
2148.61
< 0.1%
1958.11
< 0.1%
1590.91
< 0.1%

I_pauv
Categorical

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.1 MiB
0
142887 
1
 
30
2
 
2
9
 
1
8
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters142921
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)< 0.1%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
0142887
> 99.9%
130
 
< 0.1%
22
 
< 0.1%
91
 
< 0.1%
81
 
< 0.1%
2021-03-18T16:16:41.854100image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category
2021-03-18T16:16:41.911552image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
ValueCountFrequency (%)
0142887
> 99.9%
130
 
< 0.1%
22
 
< 0.1%
91
 
< 0.1%
81
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
0142887
> 99.9%
130
 
< 0.1%
22
 
< 0.1%
91
 
< 0.1%
81
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number142921
100.0%

Most frequent character per category

ValueCountFrequency (%)
0142887
> 99.9%
130
 
< 0.1%
22
 
< 0.1%
91
 
< 0.1%
81
 
< 0.1%

Most occurring scripts

ValueCountFrequency (%)
Common142921
100.0%

Most frequent character per script

ValueCountFrequency (%)
0142887
> 99.9%
130
 
< 0.1%
22
 
< 0.1%
91
 
< 0.1%
81
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII142921
100.0%

Most frequent character per block

ValueCountFrequency (%)
0142887
> 99.9%
130
 
< 0.1%
22
 
< 0.1%
91
 
< 0.1%
81
 
< 0.1%

t_maille
Real number (ℝ≥0)

Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1508.716004
Minimum200
Maximum32000
Zeros0
Zeros (%)0.0%
Memory size1.1 MiB
2021-03-18T16:16:41.975847image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Quantile statistics

Minimum200
5-th percentile200
Q11000
median1000
Q32000
95-th percentile4000
Maximum32000
Range31800
Interquartile range (IQR)1000

Descriptive statistics

Standard deviation1224.362136
Coefficient of variation (CV)0.8115259152
Kurtosis62.02931346
Mean1508.716004
Median Absolute Deviation (MAD)800
Skewness4.252917868
Sum215627200
Variance1499062.64
MonotocityNot monotonic
2021-03-18T16:16:42.045649image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
100057229
40.0%
200048404
33.9%
20024431
17.1%
400011784
 
8.2%
8000986
 
0.7%
1600069
 
< 0.1%
3200018
 
< 0.1%
ValueCountFrequency (%)
20024431
17.1%
100057229
40.0%
200048404
33.9%
400011784
 
8.2%
8000986
 
0.7%
ValueCountFrequency (%)
3200018
 
< 0.1%
1600069
 
< 0.1%
8000986
 
0.7%
400011784
 
8.2%
200048404
33.9%

Interactions

2021-03-18T16:14:58.433416image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:58.559894image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:58.670627image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:58.826916image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:58.954818image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.072459image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.191953image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.337553image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.465160image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.577675image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.686917image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.839429image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:14:59.950472image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.071457image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.222582image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.372374image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.520702image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.649773image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.795685image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:00.954646image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.077842image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.183294image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.301402image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.438528image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.542988image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.650227image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:01.860110image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.017975image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.169917image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.312867image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.412097image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.515255image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.608926image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.703167image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.793750image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:02.922595image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:03.039899image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:03.138668image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:03.230553image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:15:03.329727image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
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2021-03-18T16:16:13.900808image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.014777image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.123474image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.228122image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.334748image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.442142image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.539951image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.642353image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.755222image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.860481image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:14.966722image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.074641image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.181740image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.291331image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.392406image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.494251image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.596483image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.707035image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.814443image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:15.929433image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.033037image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.144772image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.253939image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.360894image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.468427image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.575397image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.685459image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.788966image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:16.901863image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.010592image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.120873image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.230760image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.344055image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.460078image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.571417image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.685345image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.794622image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.894104image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:17.996459image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.101867image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.200203image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.304221image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.403854image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.504045image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.604387image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.711535image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.814304image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:18.923686image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.025623image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.129255image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.229181image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.334694image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.440490image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.546081image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.654724image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.757338image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.865692image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:19.966799image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.069893image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.176951image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.280969image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.387323image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.488621image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.592577image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.706451image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.811741image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:20.917522image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.027438image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.132971image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.241455image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.343996image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.446971image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.549639image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.659183image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.765073image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.877097image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:21.981899image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.088781image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.193350image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.302442image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.412100image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.520600image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.630176image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.734122image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.846296image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:22.951446image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.058076image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.169480image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.273661image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.382070image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.484019image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.592869image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.708381image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.813592image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:23.921442image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.033765image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.141510image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.249267image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.352815image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.459157image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.565247image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.678508image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.788207image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:24.902910image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.011471image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.122270image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.231387image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.345493image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.457754image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.573968image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.692618image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.803546image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:25.919067image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.027139image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.137832image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.252779image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.360710image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.470811image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.579046image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.689463image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.797690image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.897749image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:26.999720image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.105516image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.207277image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.310455image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.409134image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.506432image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.604285image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.710589image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.813274image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:27.922221image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.024297image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.128497image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.230466image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.335071image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.439026image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.545227image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.653516image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.755421image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.863587image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:28.964800image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.067211image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.172236image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.272737image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.377259image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.483090image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.586248image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.696985image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.800807image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:29.907098image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.017810image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.123480image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.231600image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.334754image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.438525image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.542212image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.651939image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.762728image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.875527image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:30.980624image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.088854image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.194329image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.303446image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.413721image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.522379image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.633294image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.738970image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.851787image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:31.957524image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:32.684382image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:32.806897image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:32.906640image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:33.010828image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
2021-03-18T16:16:33.116409image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Correlations

2021-03-18T16:16:42.162697image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-03-18T16:16:42.408739image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-03-18T16:16:42.654794image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-03-18T16:16:42.903738image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2021-03-18T16:16:33.495245image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
A simple visualization of nullity by column.
2021-03-18T16:16:34.409940image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

Id_carr_nIndMenMen_pauvMen_1indMen_5indMen_propMen_fmpInd_snvMen_surfMen_collMen_maisLog_av45Log_45_70Log_70_90Log_ap90Log_incLog_socInd_0_3Ind_4_5Ind_6_10Ind_11_17Ind_18_24Ind_25_39Ind_40_54Ind_55_64Ind_65_79Ind_80pInd_incI_pauvt_maille
0CRS3035RES1000mN2034000E4252000144.057.09.017.04.933.25.03352210.94874.92.954.10.00.015.931.010.10.09.06.48.39.38.132.323.119.719.85.92.101000
1CRS3035RES1000mN2034000E425300045.021.03.06.00.012.03.0845666.21389.04.017.00.00.03.613.24.20.00.92.10.96.02.112.06.03.99.00.91.201000
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